Return level estimation from non-stationary spatial data exhibiting multidimensional covariate effects

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

Computing, Computer Science, Data Science +12

Models for Exceedances Over High Thresholds

A. C. Davison, Richard L. Smith · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1990 · 1.7K citations

Engineering, Hydrology, Nuclear Engineering +14

A Conditional Approach for Multivariate Extreme Values (with Discussion)

Janet E. Heffernan, Jonathan A. Tawn · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2004 · 682 citations · Full text

Public Health, Biostatistics, Air Pollution +13

Semiparametric Regression

Thomas P. Ryan · Journal of Quality Technology · 2004 · 587 citations

Statistical Modeling of Spatial Extremes

A. C. Davison, Simone A. Padoan, Mathieu Ribatet · Statistical Science · 2012 · 586 citations · Full text

Natural Resources, Hydrology, Physical Geography +17